• Develop, run, validate, and implement premium rating, reserving, and risk models for Sompo's agricultural insurance programs globally • Build satellite-based yield prediction models (NDVI/remote sensing) and product funding models in R to support pricing, funding, and risk selection • Lead and contribute to R&D predictive analytics projects that advance the team's modeling and risk-assessment capabilities • Perform actuarial pricing (experience and exposure rating), analyze program performance and loss costs, and assess capital requirements through stochastic and financial modeling • Support new product development and collaborate across underwriting, product, and analytics teams • Meet with external clients and partners, and perform other duties as assigned

• lead key pricing and analytics work within a cross-functional team • develop and monitor predictive models • evaluate rate adequacy across states and segments • lead rate indications and pricing studies to inform renewal strategy and multi-state price updates • assess retention, conversion, and price elasticity • conduct pre- and post-implementation impact analyses • recommend course corrections as needed • support data mapping, exploration and modeling projects • drive process improvements through data and automation • provide technical leadership through mentoring, governance, and clear communication to technical and non-technical stakeholders • present findings and recommendations to senior leadership

• Partner closely with Valuation, Assumptions, Accounting Policy, Pricing and Risk Management teams in the development of sustainable annuity projection models, compliant with emerging accounting and regulatory frameworks. • Implement processes, infrastructure and controls to ensure accurate and timely delivery of annuity projection models and results. • Examples of model development work include, but are not limited to: US GAAP including LDTI Life Statutory and Capital Economic Valuation and Economic Capital Implementing, quantifying and reviewing assumption and model updates. • Finance Modernization initiatives to improve processes, controls, and analytics. • Ensure compliance with company model architecture standards and change management governance processes

• Own the reserve estimate and continuously improve highly complex actuarial reserving methodologies. • Present at Loss Reserve Committee meetings with clear decision-ready insights. • Benchmark reserving techniques against industry practices to modernize methods. • Serve as a primary contact for auditors, external actuaries, and state departments of insurance. • Review and challenge complex loss reserving techniques and provide expert consultation. • Own end-to-end talent management for an expanded team, including coaching future reserving leaders. • Connect Allstate's vision and strategies to departmental initiatives and lead multi-year plans. • Develop and adhere to internal and external compliance requirements including model governance and AI.